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    CORR
    2010
    Springer
    89views Education» more  CORR 2010»
    Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
    15 years 3 months ago
    Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
    Download  web.mit.edu
    We show that matrix completion with tracenorm regularization can be significantly hurt when entries of the matrix are sampled nonuniformly. We introduce a weighted version of the ...
    Ruslan Salakhutdinov, Nathan Srebro
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    CORR
    2008
    Springer
    55views Education» more  CORR 2008»
    A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
    15 years 3 months ago
    A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
    Download  snowbird.djvuzone.org
    Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...
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    46
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    CORR
    2010
    Springer
    127views Education» more  CORR 2010»
    Local Optimality of User Choices and Collaborative Competitive Filtering
    15 years 3 months ago
    Local Optimality of User Choices and Collaborative Competitive Filtering
    Download  www.cc.gatech.edu
    Shuang-Hong Yang
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    93
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    EXPERT
    2006
    93views more  EXPERT 2006»
    CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
    15 years 3 months ago
    CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
    Download  epubs.surrey.ac.uk
    James Salter, Nick Antonopoulos
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    115
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    IR
    2008
    122views Natural Language Processing» more  IR 2008»
    Probabilistic relevance ranking for collaborative filtering
    15 years 3 months ago
    Probabilistic relevance ranking for collaborative filtering
    Download  ict.ewi.tudelft.nl
    Jun Wang, Stephen Robertson, Arjen P. de Vries, Ma...
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